{"id":"W2733734144","doi":"10.1093/geroni/igx004.1804","title":"REDUCING EMERGENCY ROOM VISITS AND HOSPITAL DEATHS AT END-OF-LIFE FOR LONG-TERM CARE RESIDENTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Brock University; University of Calgary; McGill University; McMaster University","funders":"","keywords":"Audit; Medicine; Emergency department; Chart; Medical emergency; Psychological intervention; End-of-life care; Long-term care; Emergency medicine; Family medicine; Nursing; Palliative care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002450278,0.0001289183,0.0001320308,0.0004517299,0.001620685,0.001087206,0.0007078784,0.0003320812,0.001359165],"category_scores_gemma":[0.01207715,0.0001101147,0.0002601336,0.0004657165,0.0005750898,0.0005465432,0.001162888,0.000350069,0.000096767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003977225,"about_ca_system_score_gemma":0.00858142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09648724,"about_ca_topic_score_gemma":0.3066978,"domain_scores_codex":[0.9985601,0.0006739746,0.00008999042,0.00007626158,0.000375532,0.0002240642],"domain_scores_gemma":[0.9950596,0.001249762,0.001679028,0.0001623061,0.001155262,0.0006939923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001489531,0.0003204534,0.834989,0.0005560427,0.00006741213,0.0002828479,0.02117746,0.0003041499,0.001124684,0.000226458,0.003255842,0.1375466],"study_design_scores_gemma":[0.00001042084,0.0004105694,0.9601534,0.0002433727,0.00003924548,0.0000884808,0.03338145,0.0002421064,0.0005488024,0.0001022831,0.004765385,0.0000144474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993435,0.0006754049,0.0004007259,0.001830855,0.0000156299,0.00009080505,0.0001073829,0.0000172603,0.003426994],"genre_scores_gemma":[0.9968573,0.0005863337,0.001500274,0.0002409448,0.00001180675,0.00008363709,0.00006232369,0.000003214744,0.0006542965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09648724,"threshold_uncertainty_score":0.1918512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049773899825854,"score_gpt":0.4193704186351267,"score_spread":0.3695965188092727,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}